Matthes, Florian

1. HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
   2023/09/15 by Vladika, Juraj, Schneider, Phillip, Matthes, Florian · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Time Moves Faster When There is Nothing You Anticipate: The Role of Time in MEV Rewards
   2023/07/11 by Öz, Burak, Kraner, Benjamin, Vallarano, Nicolò +3 · 6 citations
   #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs
   2024/01/03 by Schneider, Phillip, Klettner, Manuel, Jokinen, Kristiina +2 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
4. Scientific Fact-Checking: A Survey of Resources and Approaches
   2023/05/26 by Juraj Vladika, Vladika, Juraj, Florian Matthes +1 · 6 citations
   Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Topic Modeling
5. DP-MLM: Differentially Private Text Rewriting Using Masked Language Models
   2024/06/30 by Meisenbacher, Stephen, Chevli, Maulik, Vladika, Juraj +1 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry
   2022/11/07 by Gonzalo Munilla Garrido, Xiaoyuan Liu, Garrido, Gonzalo Munilla +5 · 4 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
7. Who Wins Ethereum Block Building Auctions and Why?
   2024/07/18 by Öz, Burak, Sui, Danning, Thiery, Thomas +1 · 7 citations
   #Computational Engineering #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Finance #and Science (cs.CE)
8. Cross-Chain Arbitrage: The Next Frontier of MEV in Decentralized Finance
   2025/01/28 by Öz, Burak, Torres, Christof Ferreira, Schlegel, Christoph +4 · 7 citations
   #Computational Engineering #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Finance #and Science (cs.CE)
9. Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
   2025/02/20 by Juraj Vladika, Ivana Hacajová, Vladika, Juraj +3 · 1 voice · 7 citations
   #cs.CL #cs.AI
10. A Decade of Knowledge Graphs in Natural Language Processing: A Survey
    2022/09/30 by Phillip Schneider, Schneider, Phillip, Tim Schopf +9 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
11. MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering
    2024/06/09 by Juraj Vladika, Vladika, Juraj, Phillip Schneider +3 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
12. On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
    2025/02/20 by Juraj Vladika, Florian Matthes, Vladika, Juraj +1 · 1 voice · 5 citations
    Computer Science · #Recommender Systems and Techniques #Distributed and Parallel Computing Systems #Caching and Content Delivery
13. AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization
    2024/07/16 by Anum Afzal, Afzal, Anum, Ribin Chalumattu +5 · 4 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
14. 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy
    2024/05/02 by Stephen Meisenbacher, Maulik Chevli, Meisenbacher, Stephen +3 · 4 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
15. A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off
    2024/04/04 by Meisenbacher, Stephen, Nandakumar, Nihildev, Klymenko, Alexandra +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
16. Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
    2024/04/12 by Juraj Vladika, Vladika, Juraj, Florian Matthes +1 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Expert finding and Q&A systems
17. CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing
    2021/04/06 by Elnaggar, Ahmed, Ding, Wei, Jones, Llion +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
18. Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components
    2024/07/01 by Phillip Schneider, Schneider, Phillip, Wessel Poelman +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
19. Privacy Risks of General-Purpose AI Systems: A Foundation for Investigating Practitioner Perspectives
    2024/07/02 by Stephen Meisenbacher, Alexandra Klymenko, Meisenbacher, Stephen +9 · 3 citations
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
20. Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
    2025/05/30 by Afzal, Anum, Matthes, Florian, Chechik, Gal +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
21. Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text
    2024/05/30 by Stephen Meisenbacher, Meisenbacher, Stephen, Florian Matthes +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
22. Playing the MEV Game on a First-Come-First-Served Blockchain
    2024/01/15 by Öz, Burak, Gebele, Jonas, Singh, Parshant +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
23. From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search
    2023/10/08 by Schneider, Phillip, Rehtanz, Nils, Jokinen, Kristiina +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
24. Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective
    2024/04/29 by Vladika, Juraj, Meisenbacher, Stephen, Preis, Martina +2 · 1 citation
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
25. On the Impact of Noise in Differentially Private Text Rewriting
    2025/01/31 by Stephen Meisenbacher, Maulik Chevli, Meisenbacher, Stephen +3 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Handwritten Text Recognition Techniques #semigroups and automata theory #DNA and Biological Computing
26. Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting
    2024/10/01 by Meisenbacher, Stephen, Matthes, Florian · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
27. AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts
    2024/06/10 by Daniel Braun, Florian Matthes, Braun, Daniel +1 · 2 citations
    Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Corporate Governance and Law #Diverse Legal and Medical Studies #European and International Contract Law #FOS: Computer and information sciences
28. Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop
    2024/07/08 by Afzal, Anum, Kowsik, Alexander, Fani, Rajna +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
29. A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation
    2024/02/02 by Schneider, Phillip, Klettner, Manuel, Simperl, Elena +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
30. Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes
    2024/10/08 by Tim Schopf, Schopf, Tim, Alexander Blatzheim +5 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Innovative Teaching Methods #Text and Document Classification Technologies
31. LLM-as-a-Judge for Privacy Evaluation? Exploring the Alignment of Human and LLM Perceptions of Privacy in Textual Data
    2025/08/16 by Meisenbacher, Stephen, Klymenko, Alexandra, Matthes, Florian · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
32. Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge
    2025/06/24 by Juraj Vladika, Ihsan Soydemir, Vladika, Juraj +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques